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Transcriptome Analysis Identifies Accumulation of Natural Killer Cells with Enhanced Lymphotoxin-β Expression during Glioblastoma Progression
SIMPLE SUMMARY: Natural killer (NK) cells play a pivotal role in anti-cancer immunity. We conducted an integrated analysis of single-cell RNA-sequencing datasets of malignant brain tumor-associated immune cells from a mouse glioma model and human newly diagnosed and recurrent glioblastomas. We found...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9563981/ https://www.ncbi.nlm.nih.gov/pubmed/36230839 http://dx.doi.org/10.3390/cancers14194915 |
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author | Monaco, Gianni Khavaran, Ashkan Gasull, Adrià Dalmau Cahueau, Jonathan Diebold, Martin Chhatbar, Chintan Friedrich, Mirco Heiland, Dieter Henrik Sankowski, Roman |
author_facet | Monaco, Gianni Khavaran, Ashkan Gasull, Adrià Dalmau Cahueau, Jonathan Diebold, Martin Chhatbar, Chintan Friedrich, Mirco Heiland, Dieter Henrik Sankowski, Roman |
author_sort | Monaco, Gianni |
collection | PubMed |
description | SIMPLE SUMMARY: Natural killer (NK) cells play a pivotal role in anti-cancer immunity. We conducted an integrated analysis of single-cell RNA-sequencing datasets of malignant brain tumor-associated immune cells from a mouse glioma model and human newly diagnosed and recurrent glioblastomas. We found a robust increase in NK cells during brain tumor production. The cells showed a gene expression phenotype associated with NK cell dysfunction. Notably, the cytokine Lymphotoxin-β (LTB) was highly expressed in these cells. LTB receptors are found on myeloid and structural cells. In summary, we characterize a dysfunctional NK cell phenotype in advanced glioma. ABSTRACT: Glioblastomas are the most common primary brain tumors. Despite extensive clinical and molecular insights into these tumors, the prognosis remains dismal. While targeted immunotherapies have shown remarkable success across different non-brain tumor entities, they failed to show efficacy in glioblastomas. These failures prompted the field to reassess the idiosyncrasies of the glioblastoma microenvironment. Several high-dimensional single-cell RNA sequencing studies generated remarkable findings about glioblastoma-associated immune cells. To build on the collective strength of these studies, we integrated several murine and human datasets that profiled glioblastoma-associated immune cells at different time points. We integrated these datasets and utilized state-of-the-art algorithms to investigate them in a hypothesis-free, purely exploratory approach. We identified a robust accumulation of a natural killer cell subset that was characterized by a downregulation of activation-associated genes with a concomitant upregulation of apoptosis genes. In both species, we found a robust upregulation of the Lymphotoxin-β gene, a cytokine from the TNF superfamily and a key factor for the development of adaptive immunity. Further validation analyses uncovered a correlation of lymphotoxin signaling with mesenchymal-like glioblastoma regions in situ and in TCGA and CGGA glioblastoma cohorts. In summary, we identify lymphotoxin signaling as a potential therapeutic target in glioblastoma-associated natural killer cells. |
format | Online Article Text |
id | pubmed-9563981 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95639812022-10-15 Transcriptome Analysis Identifies Accumulation of Natural Killer Cells with Enhanced Lymphotoxin-β Expression during Glioblastoma Progression Monaco, Gianni Khavaran, Ashkan Gasull, Adrià Dalmau Cahueau, Jonathan Diebold, Martin Chhatbar, Chintan Friedrich, Mirco Heiland, Dieter Henrik Sankowski, Roman Cancers (Basel) Article SIMPLE SUMMARY: Natural killer (NK) cells play a pivotal role in anti-cancer immunity. We conducted an integrated analysis of single-cell RNA-sequencing datasets of malignant brain tumor-associated immune cells from a mouse glioma model and human newly diagnosed and recurrent glioblastomas. We found a robust increase in NK cells during brain tumor production. The cells showed a gene expression phenotype associated with NK cell dysfunction. Notably, the cytokine Lymphotoxin-β (LTB) was highly expressed in these cells. LTB receptors are found on myeloid and structural cells. In summary, we characterize a dysfunctional NK cell phenotype in advanced glioma. ABSTRACT: Glioblastomas are the most common primary brain tumors. Despite extensive clinical and molecular insights into these tumors, the prognosis remains dismal. While targeted immunotherapies have shown remarkable success across different non-brain tumor entities, they failed to show efficacy in glioblastomas. These failures prompted the field to reassess the idiosyncrasies of the glioblastoma microenvironment. Several high-dimensional single-cell RNA sequencing studies generated remarkable findings about glioblastoma-associated immune cells. To build on the collective strength of these studies, we integrated several murine and human datasets that profiled glioblastoma-associated immune cells at different time points. We integrated these datasets and utilized state-of-the-art algorithms to investigate them in a hypothesis-free, purely exploratory approach. We identified a robust accumulation of a natural killer cell subset that was characterized by a downregulation of activation-associated genes with a concomitant upregulation of apoptosis genes. In both species, we found a robust upregulation of the Lymphotoxin-β gene, a cytokine from the TNF superfamily and a key factor for the development of adaptive immunity. Further validation analyses uncovered a correlation of lymphotoxin signaling with mesenchymal-like glioblastoma regions in situ and in TCGA and CGGA glioblastoma cohorts. In summary, we identify lymphotoxin signaling as a potential therapeutic target in glioblastoma-associated natural killer cells. MDPI 2022-10-07 /pmc/articles/PMC9563981/ /pubmed/36230839 http://dx.doi.org/10.3390/cancers14194915 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Monaco, Gianni Khavaran, Ashkan Gasull, Adrià Dalmau Cahueau, Jonathan Diebold, Martin Chhatbar, Chintan Friedrich, Mirco Heiland, Dieter Henrik Sankowski, Roman Transcriptome Analysis Identifies Accumulation of Natural Killer Cells with Enhanced Lymphotoxin-β Expression during Glioblastoma Progression |
title | Transcriptome Analysis Identifies Accumulation of Natural Killer Cells with Enhanced Lymphotoxin-β Expression during Glioblastoma Progression |
title_full | Transcriptome Analysis Identifies Accumulation of Natural Killer Cells with Enhanced Lymphotoxin-β Expression during Glioblastoma Progression |
title_fullStr | Transcriptome Analysis Identifies Accumulation of Natural Killer Cells with Enhanced Lymphotoxin-β Expression during Glioblastoma Progression |
title_full_unstemmed | Transcriptome Analysis Identifies Accumulation of Natural Killer Cells with Enhanced Lymphotoxin-β Expression during Glioblastoma Progression |
title_short | Transcriptome Analysis Identifies Accumulation of Natural Killer Cells with Enhanced Lymphotoxin-β Expression during Glioblastoma Progression |
title_sort | transcriptome analysis identifies accumulation of natural killer cells with enhanced lymphotoxin-β expression during glioblastoma progression |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9563981/ https://www.ncbi.nlm.nih.gov/pubmed/36230839 http://dx.doi.org/10.3390/cancers14194915 |
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